GraphBLAS and GraphChallenge Advance Network Frontiers
Author(s)
Kepner, Jeremy; Bader, David A.; Davis, Tim; Pearce, Roger; Wolf, Michael M.![Thumbnail](/bitstream/handle/1721.1/146227/2022-10-03-SIAM%20News-GraphBLAS%20and%20GraphChallenge%20%20Advance%20Network%20Frontiers.pdf.jpg?sequence=6&isAllowed=y)
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The challenges associated with graph algorithm scaling led multiple scientists to identify the need for an abstraction layer that would allow algorithm specialists to write high-performance, matrix-based graph algorithms that hardware specialists could then design to without having to manage the complexities of every type of graph algorithm. With this philosophy in mind, a number of researchers (including two Turing Award winners) came together and proposed the idea that “the state of the art in constructing a large collection of graph algorithms in terms of linear algebraic operations is mature enough to support the emergence of a standard set of primitive building blocks”
Date issued
2022-11-09Series/Report no.
SIAM News
Keywords
Linear Algebra, Graph Algorithms
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